B2B Reddit Conversation Monitor MCP Server
Read-only MCP server for monitoring public Reddit conversations about companies, competitors, categories, or topics.
Run company-mode searches by domain to find brand/competitor threads and comments, tagged by type, sentiment, intent score, and displacement signal.
Get company summary rows with mention counts, sentiment split, share of voice versus competitors, and top complaint themes.
Run category-mode searches to find the most-discussed companies, mention counts, sentiment, and share of voice.
Run gap-mode searches by topic and/or subreddit to surface recurring questions grouped by theme, unanswered counts, and named tools.
Filter by date window, subreddits, excluded subreddits, and vendor-subreddit handling; discover subreddits and competitors automatically.
Include comments up to configurable depth/per-thread limits, and optionally include Hacker News.
Use only_new with a state_key to skip previously seen rows, set cost caps, and optionally send a Slack-compatible webhook.
Requires APIFY_TOKEN; Apify charges per returned thread, comment, and summary row.
Reads public Reddit feeds to monitor B2B conversations by company, category, or topic. Returns tagged threads and comments with sentiment, intent scores, displacement signals, and summary rows such as share of voice against competitors, most-discussed companies, and recurring question themes.
Posts run results to a Slack-compatible webhook URL, enabling notifications of top Reddit conversation monitoring results.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@B2B Reddit Conversation Monitor MCP Server Analyze Reddit sentiment for smartlead.ai vs Instantly in the last 60 days"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
B2B Reddit Conversation Monitor MCP Server
An MCP server for the Mamba Labs B2B Reddit Conversation Monitor actor on Apify. Give it a company domain, product category keywords, or a topic. Each run reads public Reddit feeds and returns tagged threads and comments, plus summary rows: share of voice against competitors, the most discussed companies in a category, or recurring questions grouped by theme.
What's Inside
Related MCP server: Reddit MCP Server
What it does
Three modes:
company: give
company_domain(for example smartlead.ai). You get the threads and comments that name the brand or its competitors, each tagged complaint, praise, comparison, alternative_request, switching, buying_intent, feature_request, or question, with sentiment and a 0 to 100 intent score. A row getsdisplacement_signaltrue when one sentence names a competitor and complains about it, switches from it, or asks for an alternative to it. One company summary row carries mention counts, the sentiment split, share of voice per competitor, and the top complaint themes.category: give
category_keywords(for example cold email tools). You get the threads plus one row per company discussed in two or more threads, with mention counts, sentiment, and share of voice.gap: give
subreddits, atopic, or both. You get the questions people ask (is there a tool for, how do I, alternative to), grouped by theme, with how many went unanswered and which tools the answers named.
Tags, sentiment, and the score are rule based. Blocked or empty results come back free with a row_status saying so. All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.
Quick start
You need Node.js 18 or newer and an Apify account with an API token.
Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:
{
"mcpServers": {
"mamba-b2b-reddit-conversation-monitor": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-b2b-reddit-conversation-monitor"
],
"env": {
"APIFY_TOKEN": "your-apify-token"
}
}
}
}Restart the client. The monitor_reddit_conversations tool appears.
Prerequisites
Node.js 18 or newer.
An Apify API token from console.apify.com/account/integrations, set as
APIFY_TOKEN. The server lists its tool without a token; a call needs one.
Example prompts
"What are people on Reddit saying about smartlead.ai versus Instantly in the last 60 days? Show the displacement signals."
"Which cold email tools get recommended most on Reddit this year?"
"What do people in r/sales and r/LeadGeneration keep asking for that nobody answers?"
Tool
monitor_reddit_conversations. One tool. Example arguments:
{
"mode": "company",
"company_domain": "smartlead.ai",
"brand_names": ["Smartlead"],
"competitors": ["Instantly", "lemlist"],
"since_days": "60"
}Inputs
Every buyer facing input of the actor, unchanged. Omitted inputs take the actor's own defaults. Numbers and booleans are sent as strings.
Input | Type | Description |
| string | company (default), category, or gap |
| string | Company mode. One domain |
| array | Company mode. Up to 50 domains |
| array | Company mode. Names to search for; empty resolves them from the domain |
| array | Company mode. Product names beside the brand |
| array | Company mode. Competitor names; empty discovers them |
| string | true or false. Default true |
| string | 0 to 5. Default 5 |
| string | true runs Mamba Labs Company Identity Resolver when brand_names is empty, charged by Apify at its own price (0.007 USD per domain). Default true |
| array | Category mode. Product lane phrases |
| array | Category and gap modes. Names to always count |
| string | Gap mode. What the questions are about |
| array | Gap mode. More search phrases for the same need |
| array | Limit searches to these subreddits |
| array | Drop rows from these subreddits |
| string | exclude (default) or flag. A vendor's own subreddit is dropped, or kept with |
| string | Gap mode. Default true |
| string | Date window in days. Default 90 |
| string | Thread rows per input, up to 1000. Default 100 |
| string | Comment rows. Default true in company and gap, false in category |
| string | Threads opened for comments. Default 20, 30 in category, 50 in gap |
| string | Default 25 |
| string | Default 2 |
| string | Default false |
| string | Optional cost cap for the run |
| string | Skip rows an earlier run with the same state_key returned. Default false |
| string | Names the seen list |
| string | Optional https URL for a Slack compatible POST |
| string | Default 10 |
| string | auto or residential. Default auto |
Pricing
Pay per event on Apify, billed to your Apify account. Prices in USD.
Event | Free plan | Bronze | Silver | Gold |
| $0.0018 | $0.0017 | $0.0016 | $0.0015 |
| $0.001 | $0.00095 | $0.0009 | $0.00085 |
| $0.003 | $0.00285 | $0.0027 | $0.00255 |
| $0.0005 | $0.0005 | $0.0005 | $0.0005 |
Blocked, error, and no results rows, and rows skipped by only_new, are free.
Your keys
The actor needs no key. It reads public Reddit feeds and holds no Reddit key or any other key. Proxy traffic adds nothing to your price: Mamba Labs pays the platform costs of the run. proxy_mode is a reliability setting.
Full actor documentation
apify.com/mambalabs/b2b-reddit-conversation-monitor
License
MIT. See LICENSE.
Available Tools
1 toolmonitor_reddit_conversationsMonitor Reddit conversationsARead-only
Find Reddit conversations about a company, its competitors, a product category, or a topic, read from public Reddit feeds. mode company: give company_domain (for example smartlead.ai) and get thread and comment rows that name the brand or its competitors, each tagged complaint, praise, comparison, alternative_request, switching, buying_intent, feature_request, or question, with sentiment, a 0 to 100 intent score, and a displacement_signal when a competitor draws a complaint, switch, or alternative request, plus one company summary row with share of voice per competitor. mode category: give category_keywords (for example cold email tools) and get the companies discussed most, with mention counts and sentiment. mode gap: give subreddits and or a topic and get recurring questions grouped by theme, with unanswered counts and the tools the answers named. Tags are rule based. Blocked or empty results come back free with a row_status saying so. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per thread, comment, and summary row returned.
Inputs: mode, topic, domains, only_new, +26 more.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
Scored across 1 tool
There is only one tool, so there is no possibility of misselection between tools. The mode parameter inside the tool cleanly separates its own behaviors (company, category, gap).
The single name monitor_reddit_conversations follows a clear verb_noun snake_case pattern. With only one tool there is no cross-tool pattern to validate, but nothing is inconsistent.
A single tool is thin for a surface that exposes three distinct analysis modes (company, category, gap); splitting them would make selection clearer. Still, the one tool is well-scoped and not overloaded with unrelated capabilities.
The read-only monitoring domain is reasonably covered across company, category, and gap modes, including sentiment, intent, and share of voice. Gaps remain: no way to fetch a specific thread's full detail, no time-range or pagination controls, and no follow-up retrieval by run ID beyond error reporting.
Maintenance
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